| State-transition dynamics of resting-state functional magnetic resonance imaging data: Model comparison and test-to-retest analysis | Aug 23, 2023 | ClusteringEEG | CodeCode Available | 0 |
| GCformer: An Efficient Framework for Accurate and Scalable Long-Term Multivariate Time Series Forecasting | Jun 14, 2023 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 0 |
| A signature-based machine learning model for bipolar disorder and borderline personality disorder | Jul 22, 2017 | BIG-bench Machine LearningTime Series | CodeCode Available | 0 |
| State-Building through Public Land Disposal? An Application of Matrix Completion for Counterfactual Prediction | Mar 19, 2019 | counterfactualMatrix Completion | CodeCode Available | 0 |
| Gaze-Guided Learning: Avoiding Shortcut Bias in Visual Classification | Apr 8, 2025 | cross-modal alignmentImage Classification | CodeCode Available | 0 |
| Standing on the Shoulders of Machine Learning: Can We Improve Hypothesis Testing? | Mar 2, 2021 | BIG-bench Machine LearningEconometrics | CodeCode Available | 0 |
| Conformal Prediction Regions for Time Series using Linear Complementarity Programming | Apr 3, 2023 | Conformal PredictionPrediction | CodeCode Available | 0 |
| StackVAE-G: An efficient and interpretable model for time series anomaly detection | May 18, 2021 | Anomaly DetectionGraph Learning | CodeCode Available | 0 |
| Conformal Prediction Intervals with Temporal Dependence | May 25, 2022 | Conformal PredictionPrediction | CodeCode Available | 0 |
| A Memory-Network Based Solution for Multivariate Time-Series Forecasting | Sep 6, 2018 | Multivariate Time Series ForecastingQuestion Answering | CodeCode Available | 0 |
| SSIM -A Deep Learning Approach for Recovering Missing Time Series Sensor Data | Apr 3, 2019 | ImputationSmall Data Image Classification | CodeCode Available | 0 |
| SSH (Sketch, Shingle, & Hash) for Indexing Massive-Scale Time Series | Oct 24, 2016 | Dynamic Time WarpingTime Series | CodeCode Available | 0 |
| SSDNet: State Space Decomposition Neural Network for Time Series Forecasting | Dec 19, 2021 | Deep LearningState Space Models | CodeCode Available | 0 |
| SRMD: Sparse Random Mode Decomposition | Apr 12, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Dateformer: Time-modeling Transformer for Longer-term Series Forecasting | Jul 12, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Spliced Binned-Pareto Distribution for Robust Modeling of Heavy-tailed Time Series | Jun 21, 2021 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Gated Res2Net for Multivariate Time Series Analysis | Sep 19, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Spherical Convolution empowered FoV Prediction in 360-degree Video Multicast with Limited FoV Feedback | Jan 29, 2022 | PredictionSaliency Detection | CodeCode Available | 0 |
| Spectral structure learning for clinical time series | Feb 17, 2025 | Time Series | CodeCode Available | 0 |
| Spectral Processing of COVID-19 Time-Series Data | Aug 13, 2020 | ResynthesisTime Series | CodeCode Available | 0 |
| Spectral learning of Bernoulli linear dynamical systems models | Mar 3, 2023 | Decision MakingTime Series | CodeCode Available | 0 |
| GAS-Norm: Score-Driven Adaptive Normalization for Non-Stationary Time Series Forecasting in Deep Learning | Oct 4, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| A sequential Monte Carlo approach to estimate a time varying reproduction number in infectious disease models: the Covid-19 case | Jan 19, 2022 | ManagementTime Series | CodeCode Available | 0 |
| Robust Explainer Recommendation for Time Series Classification | Jun 8, 2023 | Activity RecognitionClassification | CodeCode Available | 0 |
| AdaRNN: Adaptive Learning and Forecasting of Time Series | Aug 10, 2021 | Activity RecognitionFinancial Analysis | CodeCode Available | 0 |
